{"id":159,"date":"2025-10-23T13:26:03","date_gmt":"2025-10-23T13:26:03","guid":{"rendered":"https:\/\/www.roadside.vision\/case-study\/"},"modified":"2026-06-04T12:55:00","modified_gmt":"2026-06-04T12:55:00","slug":"150-2","status":"publish","type":"page","link":"https:\/\/www.roadside.vision\/en\/150-2\/","title":{"rendered":"Case Study"},"content":{"rendered":"\n<div class=\"wp-block-group alignfull has-global-padding is-layout-constrained wp-container-core-group-is-layout-0c9c989a wp-block-group-is-layout-constrained\" style=\"min-height:0vh;margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--70);padding-right:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--70);padding-left:var(--wp--preset--spacing--40)\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-346627ba wp-block-group-is-layout-constrained\">\n<h1 class=\"wp-block-heading alignwide has-text-align-center\" id=\"we-re-a-studio-in-berlin-with-an-international-practice-in-architecture-urban-planning-and-interior-design-we-believe-in-sharing-knowledge-and-promoting-dialogue-to-increase-the-creative-potential-of-collaboration\" style=\"font-size:clamp(27.894px, 1.743rem + ((1vw - 3.2px) * 1.971), 48px);line-height:1.1\"><strong><strong>Region &amp; Trees: <\/strong><\/strong><br\/><strong><strong>The Results <\/strong><\/strong> <\/h1>\n\n\n\n<p class=\"has-text-align-center has-medium-font-size\">How can a city, region, or road administration obtain an <strong>up-to-date overview of the state of vegetation in record time<\/strong>? <strong>With roadside.vision<\/strong>, it is very simple. See for yourself and watch a short practical demonstration.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote has-medium-font-size is-layout-flow wp-container-core-quote-is-layout-8aca2501 wp-block-quote-is-layout-flow\" style=\"margin-top:var(--wp--preset--spacing--30);margin-right:var(--wp--preset--spacing--50);margin-bottom:var(--wp--preset--spacing--30);margin-left:var(--wp--preset--spacing--50);padding-top:var(--wp--preset--spacing--20);padding-right:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--20);padding-left:var(--wp--preset--spacing--40)\">\n<p class=\"has-medium-font-size\" style=\"margin-right:0;margin-left:0;padding-top:0;padding-bottom:0\"><strong>Long story short: <\/strong><\/p>\n\n\n\n<p class=\"has-medium-font-size\" style=\"margin-right:0;margin-left:0;padding-top:0;padding-bottom:0\">3 days. 200 km. And 10,000 surveyed trees. <\/p>\n<\/blockquote>\n\n\n\n<p class=\"is-style-text-subtitle has-medium-font-size is-style-text-subtitle--1\" style=\"line-height:1.5\">While vegetation\u2014especially trees\u2014is typically surveyed and subsequently assessed by field workers, roadside.vision utilizes <strong>remote sensing methods<\/strong> (vehicle-mounted camera\/LiDAR) or existing <strong>databases of panoramic road imagery<\/strong>, similar to Google Street View. The analysis is then handled <strong>quickly and reliably by AI<\/strong> thanks to machine learning. <\/p>\n\n\n\n<p class=\"is-style-text-subtitle has-border-color has-medium-font-size is-style-text-subtitle--2\" style=\"border-color:#111111;border-width:1px;border-radius:0px;padding-top:var(--wp--preset--spacing--20);padding-right:var(--wp--preset--spacing--20);padding-bottom:var(--wp--preset--spacing--20);padding-left:var(--wp--preset--spacing--20);line-height:1.6\"><strong>With almost 100% certainty, <br\/>we locate and identify individual trees along roadsides, <\/strong><br\/>achieving a 90% success rate in urban areas. <\/p>\n<\/div>\n<\/div>\n\n<div class=\"wp-block-group alignfull is-style-section-5 has-custom-color-3-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-0c9c989a wp-block-group-is-layout-constrained is-style-section-5--3\" style=\"min-height:0vh;margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--70);padding-right:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--70);padding-left:var(--wp--preset--spacing--40)\">\n<h2 class=\"wp-block-heading has-text-align-center has-medium-font-size\"><strong>roadside.vision in numbers <\/strong><\/h2>\n\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-346627ba wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-6c531013 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-cover\" style=\"min-height:253px;aspect-ratio:unset;\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"219\" class=\"wp-block-cover__image-background wp-image-18\" alt=\"\" src=\"https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/Snimek-obrazovky-2025-10-17-v-8.57.32-1024x219.png\" style=\"object-position:64% 92%\" data-object-fit=\"cover\" data-object-position=\"64% 92%\" srcset=\"https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/Snimek-obrazovky-2025-10-17-v-8.57.32-1024x219.png 1024w, https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/Snimek-obrazovky-2025-10-17-v-8.57.32-300x64.png 300w, https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/Snimek-obrazovky-2025-10-17-v-8.57.32-768x165.png 768w, https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/Snimek-obrazovky-2025-10-17-v-8.57.32-1536x329.png 1536w, https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/Snimek-obrazovky-2025-10-17-v-8.57.32.png 1876w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<p class=\"has-text-align-center has-medium-font-size\">Spoiler alert: <br\/><strong>Transparent pricing based on road kilometers, not tree count.<\/strong><br\/>A unique advantage for public tenders. <\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"has-medium-font-size\">During <strong>9 hours of driving<\/strong> with a roof-mounted camera, <\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>225,000<\/strong> photos were generated, <\/p>\n\n\n\n<p class=\"has-medium-font-size\">and in <strong>just 2 additional days<\/strong>, <\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>a complete overview of nearly 10,000 trees <\/strong>was available, <\/p>\n\n\n\n<p class=\"has-medium-font-size\">along roughly <strong>200 km of roads<\/strong>.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<div class=\"wp-block-group alignfull has-global-padding is-layout-constrained wp-container-core-group-is-layout-ebee8dc1 wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50)\">\n<h2 class=\"wp-block-heading alignwide\">What information does roadside.vision provide?<\/h2>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\" style=\"margin-bottom:24px\"><img loading=\"lazy\" decoding=\"async\" width=\"512\" height=\"425\" src=\"https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/12\/unnamed.png\" alt=\"\" class=\"wp-image-100\" style=\"aspect-ratio:4\/3;object-fit:cover\" srcset=\"https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/12\/unnamed.png 512w, https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/12\/unnamed-300x249.png 300w\" sizes=\"auto, (max-width: 512px) 100vw, 512px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>Detection of existence <\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-medium-font-size\">Freestanding trees\n<ul class=\"wp-block-list\">\n<li>Built-up area (municipality) &#8211; 91% sensitivity, 16% error rate<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Outside built-up area (outside municipality) &#8211; 99% sensitivity, 1% error rate<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Groups of trees and continuous stands<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\" style=\"margin-bottom:24px\"><img loading=\"lazy\" decoding=\"async\" width=\"1470\" height=\"1100\" src=\"https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/image-1.png\" alt=\"\" class=\"wp-image-10\" style=\"aspect-ratio:4\/3;object-fit:cover\" srcset=\"https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/image-1.png 1470w, https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/image-1-300x224.png 300w, https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/image-1-1024x766.png 1024w, https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/image-1-768x575.png 768w\" sizes=\"auto, (max-width: 1470px) 100vw, 1470px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>Location<\/strong> <br\/>(average error +-20cm)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-medium-font-size\">Tree positioning \u2013 knowing its exact location <\/li>\n\n\n\n<li class=\"has-medium-font-size\">Distance from the edge of the road<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1022\" height=\"1024\" src=\"https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/image-3-1022x1024.png\" alt=\"\" class=\"wp-image-12\" srcset=\"https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/image-3-1022x1024.png 1022w, https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/image-3-300x300.png 300w, https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/image-3-150x150.png 150w, https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/image-3-768x769.png 768w, https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/image-3.png 1042w\" sizes=\"auto, (max-width: 1022px) 100vw, 1022px\" \/><\/figure>\n\n\n\n<p class=\"has-medium-font-size\"><strong>Genus and tree parameters<\/strong> <br\/>(average error +- 15%)<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-medium-font-size\">TOP 3 genus predictions<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Tree height <\/li>\n\n\n\n<li class=\"has-medium-font-size\">Trunk diameter <\/li>\n\n\n\n<li class=\"has-medium-font-size\">Trunk circumference <\/li>\n\n\n\n<li class=\"has-medium-font-size\">Crown diameter, wood volume upon request<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\" style=\"margin-bottom:24px\"><img loading=\"lazy\" decoding=\"async\" width=\"784\" height=\"783\" src=\"https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/image-5.png\" alt=\"\" class=\"wp-image-14\" style=\"aspect-ratio:4\/3;object-fit:cover\" srcset=\"https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/image-5.png 784w, https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/image-5-300x300.png 300w, https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/image-5-150x150.png 150w, https:\/\/www.roadside.vision\/wp-content\/uploads\/2025\/10\/image-5-768x767.png 768w\" sizes=\"auto, (max-width: 784px) 100vw, 784px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>Indication of health and safety<\/strong> <br\/>(80% accuracy)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-medium-font-size\">Vitality &#8211; 65% sensitivity<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Health &#8211; 60% sensitivity<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Stability &#8211; 20% sensitivity<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Safety &#8211; 20% sensitivity<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n\n<aside class=\"wp-block-group alignfull is-style-section-5 has-custom-color-3-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-f0f2a97b wp-block-group-is-layout-constrained is-style-section-5--4\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\">\n<div class=\"wp-block-group is-style-default is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-8778ca4a wp-block-group-is-layout-flex\" style=\"min-height:360px;margin-top:0;margin-bottom:0\">\n<h2 class=\"wp-block-heading has-text-align-center has-xx-large-font-size\">Do you also need to quickly identify trees over a large area?<\/h2>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-text-align-left is-style-text-subtitle has-medium-font-size is-style-text-subtitle--5\">We welcome the feedback and interest coming to us from various sources and countries. We are already achieving excellent results in tree identification, saving arborists valuable time and effort in the field, and ultimately reducing workload and costs for municipal and regional authorities\u2014resources that can now be better used elsewhere. Moreover, roadside.vision continues to improve every day through learning from real-world data. <\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-text-align-center is-style-text-subtitle is-style-text-subtitle--6\">Contact us and give it a try &#8211; now is the perfect time!<\/p>\n\n\n\n<div style=\"height:0px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-62aae154\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-base-color has-custom-cta-zv-razn-n-background-color has-text-color has-background has-link-color has-text-align-center wp-element-button\" href=\"https:\/\/docs.google.com\/forms\/d\/e\/1FAIpQLScUhkn-Jx37CTkAWYh8uNhLrBM969fVnofCLz9eT5RwJ5G9vw\/viewform?usp=header\">Get your quote &#8211; no obligation<\/a><\/div>\n<\/div>\n<\/div>\n<\/aside>\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Region &amp; Trees: The Results How can a city, region, or road administration obtain an up-to-date overview of the state of vegetation in record time? With roadside.vision, it is very simple. See for yourself and watch a short practical demonstration. Long story short: 3 days. 200 km. And 10,000 surveyed trees. While vegetation\u2014especially trees\u2014is typically [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":124,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-159","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/www.roadside.vision\/en\/wp-json\/wp\/v2\/pages\/159","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.roadside.vision\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.roadside.vision\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.roadside.vision\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.roadside.vision\/en\/wp-json\/wp\/v2\/comments?post=159"}],"version-history":[{"count":4,"href":"https:\/\/www.roadside.vision\/en\/wp-json\/wp\/v2\/pages\/159\/revisions"}],"predecessor-version":[{"id":381,"href":"https:\/\/www.roadside.vision\/en\/wp-json\/wp\/v2\/pages\/159\/revisions\/381"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.roadside.vision\/en\/wp-json\/wp\/v2\/media\/124"}],"wp:attachment":[{"href":"https:\/\/www.roadside.vision\/en\/wp-json\/wp\/v2\/media?parent=159"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}